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Ontology Mapping Techniques and Approaches
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 65 - Number 24 |
| Year of Publication: 2013 |
| Authors: K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar |
10.5120/11232-6514
|
K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar . Ontology Mapping Techniques and Approaches. International Journal of Computer Applications. 65, 24 ( March 2013), 13-20. DOI=10.5120/11232-6514
Abstract
The Organisations may use heterogeneous ontologies for the same domain which results in the representation of different concepts to the same concept. The interoperability problem arises when two ontologies are trying to commune with each other and hence the ontology mapping is required. The ontology mapping discovers the relationship between the pair of concepts of heterogeneous ontology and depicts whether the concepts are similar or not. The mapping document will be generated on mapping two ontologies. The ontologies must respond to the change requirements which make the mapping document to be inconsistent. This paper reports various mapping tools for mapping two ontologies and depicts various techniques such as mapping composition, mapping adaptation and floating model. It also describes various mapping approaches such as KOAN approach, WISE approach and SKIS approach for making the mapping document to be consistent. The existing mapping techniques and approaches deals with the mapping document consistency. The requirement for reconciliation mapping approach is proposed which uses various scenarios for consistency maintenance. In addition to consistency maintenance, it also provides time efficiency, space efficiency and accuracy.
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